pre-trained models

See https://github.com/tensorpack/tensorpack for the implementations. We suggest to download the sha256 checksum as well and check the model by

sha256 -c model.sha256
to verify the weights before using them.

Caffe-Converted

CPM-original.npz 106 MiB (sha256)
alexnet.npz 216 MiB (sha256)
vgg16.npz 490 MiB (sha256)
vgg19.npz 509 MiB (sha256)

DeepQNetwork

DoubleDQN-Breakout.npz 29 MiB (sha256)

DoReFa-Net

AlexNet-1,1,32.npz 217 MiB (sha256)
AlexNet-1,2,6.npz 217 MiB (sha256)
AlexNet-1,32,32.npz 217 MiB (sha256)
AlexNet-8,8,8.npz 216 MiB (sha256)
ResNet-18-14f.npz 40 MiB (sha256)

FasterRCNN

COCO-R101C4-MaskRCNN-Standard.npz 196 MiB (sha256)
COCO-R101FPN-MaskRCNN-BetterParams.npz 323 MiB (sha256)
COCO-R101FPN-MaskRCNN-Standard.npz 225 MiB (sha256)
COCO-R50C4-MaskRCNN-Standard.npz 128 MiB (sha256)
COCO-R50FPN-MaskRCNN-Standard.npz 158 MiB (sha256)
COCO-R50FPN-MaskRCNN-StandardGN.npz 160 MiB (sha256)
ImageNet-R101-AlignPadding.npz 158 MiB (sha256)
ImageNet-R50-AlignPadding.npz 91 MiB (sha256)
ImageNet-R50-GroupNorm32-AlignPadding.npz 88 MiB (sha256)

GAN

BEGAN-CelebA.npz 16 MiB (sha256)
ConditionalGAN-mnist.npz 38 MiB (sha256)
DCGAN-CelebA.npz 34 MiB (sha256)
InfoGAN-mnist.npz 47 MiB (sha256)

HED

HED_pretrained_bsds.npz 52 MiB (sha256)
HED_reproduced.npz 52 MiB (sha256)

ImageNetModels

Inception-BN.npz 165 MiB (sha256)
ShuffleNetV1-0.5x-g=8.npz 3.7 MiB (sha256)
ShuffleNetV1-1x-g=8.npz 8.8 MiB (sha256)
ShuffleNetV2-0.5x.npz 4.9 MiB (sha256)
ShuffleNetV2-1x.npz 8.2 MiB (sha256)
VGG16.npz 491 MiB (sha256)

OpenAIGym

AirRaid-v0.tfmodel 13 MiB (sha256)
Alien-v0.tfmodel 13 MiB (sha256)
Amidar-v0.tfmodel 13 MiB (sha256)
Assault-v0.tfmodel 13 MiB (sha256)
Asterix-v0.tfmodel 13 MiB (sha256)
Asteroids-v0.tfmodel 13 MiB (sha256)
Atlantis-v0.tfmodel 13 MiB (sha256)
BankHeist-v0.tfmodel 13 MiB (sha256)
BattleZone-v0.tfmodel 13 MiB (sha256)
BeamRider-v0.tfmodel 13 MiB (sha256)
Berzerk-v0.tfmodel 13 MiB (sha256)
Breakout-v0.npz 12 MiB (sha256)
Carnival-v0.tfmodel 13 MiB (sha256)
Centipede-v0.tfmodel 13 MiB (sha256)
ChopperCommand-v0.tfmodel 13 MiB (sha256)
CrazyClimber-v0.tfmodel 13 MiB (sha256)
DemonAttack-v0.tfmodel 13 MiB (sha256)
DoubleDunk-v0.tfmodel 13 MiB (sha256)
ElevatorAction-v0.tfmodel 13 MiB (sha256)
FishingDerby-v0.tfmodel 13 MiB (sha256)
Frostbite-v0.tfmodel 13 MiB (sha256)
Gopher-v0.tfmodel 13 MiB (sha256)
Gravitar-v0.tfmodel 13 MiB (sha256)
IceHockey-v0.tfmodel 13 MiB (sha256)
Jamesbond-v0.tfmodel 13 MiB (sha256)
JourneyEscape-v0.tfmodel 13 MiB (sha256)
Kangaroo-v0.tfmodel 13 MiB (sha256)
Krull-v0.tfmodel 13 MiB (sha256)
KungFuMaster-v0.tfmodel 13 MiB (sha256)
MsPacman-v0.tfmodel 13 MiB (sha256)
NameThisGame-v0.tfmodel 13 MiB (sha256)
Phoenix-v0.tfmodel 13 MiB (sha256)
Pong-v0.npz 12 MiB (sha256)
Pooyan-v0.tfmodel 13 MiB (sha256)
Qbert-v0.npz 12 MiB (sha256)
Riverraid-v0.tfmodel 13 MiB (sha256)
RoadRunner-v0.tfmodel 13 MiB (sha256)
Robotank-v0.tfmodel 13 MiB (sha256)
Seaquest-v0.npz 12 MiB (sha256)
SpaceInvaders-v0.tfmodel 13 MiB (sha256)
StarGunner-v0.tfmodel 13 MiB (sha256)
Tennis-v0.tfmodel 13 MiB (sha256)
Tutankham-v0.tfmodel 13 MiB (sha256)
UpNDown-v0.tfmodel 13 MiB (sha256)
VideoPinball-v0.tfmodel 13 MiB (sha256)
WizardOfWor-v0.tfmodel 13 MiB (sha256)
Zaxxon-v0.tfmodel 13 MiB (sha256)

OpticalFlow

flownet2-c.npz 139 MiB (sha256)
flownet2-s.npz 137 MiB (sha256)
flownet2.npz 579 MiB (sha256)

ResNet

ImageNet-ResNet101.npz 158 MiB (sha256)
ImageNet-ResNet152.npz 214 MiB (sha256)
ImageNet-ResNet18-Preact.npz 41 MiB (sha256)
ImageNet-ResNet18.npz 41 MiB (sha256)
ImageNet-ResNet34.npz 77 MiB (sha256)
ImageNet-ResNet50-SE.npz 100 MiB (sha256)
ImageNet-ResNet50.npz 91 MiB (sha256)

SpatialTransformer

mnist-addition.npz 3.1 MiB (sha256)

SuperResolution

enet-pat.npz 120 MiB (sha256)

Visualization

ImageNet-ResNet18-Preact-2xGAP.npz 41 MiB (sha256)